Skip to content

Fusion plasma physics learning suite demonstrating FUSE.jl capabilities through realistic tokamak plasma modeling. Includes complete analysis, educational examples, and tuning guidance for fusion performance optimization.

Notifications You must be signed in to change notification settings

Sarvesh2304/FUSE_fusion_analysis

Repository files navigation

FUSE.jl Fusion Physics Learning Suite

Julia FUSE.jl License

A comprehensive educational toolkit for fusion plasma physics simulation and analysis, demonstrating FUSE.jl capabilities through realistic tokamak plasma modeling.

🎯 Overview

This project provides a complete fusion physics learning environment with:

  • Realistic plasma profile generation (H-mode tokamak plasmas)
  • Transport physics analysis (neoclassical and turbulent)
  • Power balance calculations (heating, fusion, radiation, conduction)
  • Stability analysis (MHD ballooning and Mercier criteria)
  • Performance metrics (energy confinement time, Lawson parameter, fusion gain Q)

πŸš€ Quick Start

Prerequisites

  • Julia 1.11.6 or later
  • Basic understanding of fusion physics (optional - examples are educational)

Installation & Running

# Clone the repository
git clone https://github.com/Sarvesh2304/FUSE-Fusion-Physics-Suite.git
cd FUSE-Fusion-Physics-Suite

# Run the main analysis (recommended first run)
julia fusion_analysis_fixed.jl

# Run focused physics calculations
julia fusion_calculations.jl

# Run educational introduction
julia fusion_learning_example.jl

πŸ“ Project Structure

πŸ”₯ Primary Files (Run These)

File Purpose Key Features
fusion_analysis_fixed.jl Main analysis script Complete end-to-end fusion plasma analysis with realistic physics
fusion_calculations.jl Physics utilities D-T fusion, ITER scaling, transport, stability calculations

πŸ“š Educational Files

File Purpose Best For
fusion_learning_example.jl Conceptual introduction Learning fusion physics basics
FUSE_LEARNING_SUMMARY.md Project documentation Understanding the complete suite

πŸ”§ Utility Files

File Purpose When to Use
fusion_analysis.jl Original version (superseded) Reference for what was "fixed"
simple_fuse_example.jl FUSE.jl package test When FUSE.jl loading issues are resolved

πŸ”¬ Physics Results

Current Tuned Configuration

  • Fusion Gain (Q): ~4.5 (approaching breakeven)
  • Energy Confinement Time (Ο„_E): ~10 seconds (realistic for fusion plasmas)
  • Lawson Parameter (nΟ„): ~5.6 Γ— 10²⁰ m⁻³·s (above breakeven threshold)
  • Plasma Beta (Ξ²): ~3.7% (stable MHD operation)
  • Stability: Mercier stable, ballooning stable

Plasma Parameters

  • Core Temperature: 15 keV (electron), 13.5 keV (ion)
  • Core Density: 8 Γ— 10¹⁹ m⁻³
  • Magnetic Field: 5 T
  • Safety Factor: qβ‚€ = 1.0, q₉₅ β‰ˆ 2.8

πŸ› οΈ Customization & Tuning

Adjusting Fusion Performance

To modify Q and Ο„_E values, edit these parameters in fusion_analysis_fixed.jl:

# Heating power (affects Q directly)
P_heating = 3e5 .* exp.(-r_a ./ 0.3)  # W/mΒ³

# Turbulent transport (affects Ο„_E)
Ο‡_turbulent = 3e-3 .* exp.(-r_a ./ 0.3)  # mΒ²/s

# Plasma profiles (affects fusion power)
T_0 = 15.0    # keV (core temperature)
n_0 = 8e19    # m⁻³ (core density)

Parameter Sensitivity

  • Higher Q: Reduce P_heating or increase T_0, n_0
  • Higher Ο„_E: Reduce Ο‡_turbulent or P_heating
  • Stability: Monitor Ξ² and D_mercier values

πŸ“Š Example Output

=== CORRECTED Performance Metrics ===
  Total plasma energy: 4.08 MJ/mΒ³
  Total power loss: 0.41 MW/mΒ³
  Energy confinement time: 9.97 s
  Lawson parameter: 5.63 Γ— 10²⁰ m⁻³·s
  Fusion gain Q: 4.53

=== Physics Validation ===
  βœ… Ο„_E is positive: 9.97 s
  βœ… Ο„_E is in realistic range (0.1-10 s)
  βœ… Net power is positive
  βœ… Radiation fraction is reasonable (<50%)
  βœ… Mercier stable

πŸ”¬ Physics Concepts Demonstrated

Fusion Reaction Physics

  • D-T fusion cross-sections and power density
  • Lawson criterion for breakeven
  • Fusion gain factor Q

Plasma Confinement

  • ITER-89P energy confinement scaling
  • Gyro-Bohm transport analysis
  • H-mode threshold (Martin scaling)

Transport Physics

  • Neoclassical transport (collisional)
  • Turbulent transport (microturbulence)
  • Heat vs particle diffusivity (Ο‡/D β‰ˆ 3)

Stability Analysis

  • Troyon limit for MHD stability
  • Ballooning mode stability
  • Mercier criterion for pressure-driven instabilities

πŸŽ“ Educational Value

This suite is perfect for:

  • Students learning fusion physics
  • Researchers understanding tokamak plasmas
  • Engineers working with fusion systems
  • Anyone interested in clean energy physics

🚧 Known Issues & Limitations

FUSE.jl Package

  • Issue: Precompilation problems with Julia 1.11.6
  • Workaround: All examples work independently without FUSE.jl
  • Status: Package installed but needs compatibility fixes

Physics Approximations

  • Simplified transport models (not full gyrokinetic)
  • Approximate fusion cross-sections
  • Idealized plasma profiles

🀝 Contributing

Contributions welcome! Areas for improvement:

  • More realistic transport models
  • Additional stability criteria
  • Better visualization tools
  • More fusion scenarios

πŸ“š References

πŸ“„ License

This project is licensed under the MIT License - see the LICENSE file for details.

πŸ‘¨β€πŸ’» Author

Sarvesh Pardeshi (@Sarvesh2304)


πŸŽ‰ Acknowledgments

  • FUSE.jl development team at ProjectTorreyPines
  • Fusion physics community
  • Julia language developers

Ready to explore fusion physics? Start with fusion_analysis_fixed.jl! πŸš€

About

Fusion plasma physics learning suite demonstrating FUSE.jl capabilities through realistic tokamak plasma modeling. Includes complete analysis, educational examples, and tuning guidance for fusion performance optimization.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Languages